Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 724 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 73.5 KiB |
| Average record size in memory | 104.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 11 |
Ex Rate (sight bill) is highly overall correlated with Thai Hom Mali Rice Grade B and 2 other fields | High correlation |
Pakistan_White_5% is highly overall correlated with Parboiled Rice 100% and 3 other fields | High correlation |
Parboiled Rice 100% is highly overall correlated with Pakistan_White_5% and 3 other fields | High correlation |
Thai Hom Mali Rice Grade B is highly overall correlated with Ex Rate (sight bill) | High correlation |
Vietnam_White_5% is highly overall correlated with Pakistan_White_5% and 3 other fields | High correlation |
White Broken Rice A.1 Super is highly overall correlated with Ex Rate (sight bill) and 4 other fields | High correlation |
White Glutinous Rice 10% is highly overall correlated with Ex Rate (sight bill) | High correlation |
White Rice 5% is highly overall correlated with Pakistan_White_5% and 3 other fields | High correlation |
Date has unique values | Unique |
Reproduction
| Analysis started | 2024-11-11 07:27:36.433752 |
|---|---|
| Analysis finished | 2024-11-11 07:27:51.771730 |
| Duration | 15.34 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
Date
Date
UNIQUE
| Distinct | 724 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.3 KiB |
| Minimum | 2008-01-09 00:00:00 |
|---|---|
| Maximum | 2022-12-21 00:00:00 |
Histogram with fixed size bins (bins=50)
Ex Rate (sight bill)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 362 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.416561 |
| Minimum | 28.75 |
|---|---|
| Maximum | 37.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 28.75 |
|---|---|
| 5-th percentile | 29.9 |
| Q1 | 30.94 |
| median | 32.27 |
| Q3 | 33.7425 |
| 95-th percentile | 35.5585 |
| Maximum | 37.92 |
| Range | 9.17 |
| Interquartile range (IQR) | 2.8025 |
Descriptive statistics
| Standard deviation | 1.8220577 |
|---|---|
| Coefficient of variation (CV) | 0.056207619 |
| Kurtosis | -0.49935579 |
| Mean | 32.416561 |
| Median Absolute Deviation (MAD) | 1.345 |
| Skewness | 0.46342086 |
| Sum | 23469.59 |
| Variance | 3.3198942 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30.6 | 17 | 2.3% |
| 29.7 | 11 | 1.5% |
| 33 | 10 | 1.4% |
| 29.9 | 10 | 1.4% |
| 33.9 | 9 | 1.2% |
| 30.9 | 9 | 1.2% |
| 31.4 | 9 | 1.2% |
| 31.1 | 8 | 1.1% |
| 30.65 | 7 | 1.0% |
| 32.3 | 7 | 1.0% |
| Other values (352) | 627 |
| Value | Count | Frequency (%) |
| 28.75 | 1 | 0.1% |
| 28.9 | 1 | 0.1% |
| 29.15 | 1 | 0.1% |
| 29.2 | 1 | 0.1% |
| 29.25 | 1 | 0.1% |
| 29.3 | 1 | 0.1% |
| 29.5 | 2 | 0.3% |
| 29.6 | 3 | 0.4% |
| 29.67 | 1 | 0.1% |
| 29.7 | 11 |
| Value | Count | Frequency (%) |
| 37.92 | 1 | |
| 37.91 | 1 | |
| 37.83 | 1 | |
| 37.76 | 1 | |
| 37.39 | 1 | |
| 37.02 | 1 | |
| 36.91 | 1 | |
| 36.61 | 2 | |
| 36.55 | 1 | |
| 36.4 | 2 |
Thai Hom Mali Rice Grade B
Real number (ℝ)
HIGH CORRELATION
| Distinct | 389 |
|---|---|
| Distinct (%) | 53.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 967.21685 |
| Minimum | 632 |
|---|---|
| Maximum | 1263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 632 |
|---|---|
| 5-th percentile | 668.15 |
| Q1 | 855.75 |
| median | 982 |
| Q3 | 1110 |
| 95-th percentile | 1180 |
| Maximum | 1263 |
| Range | 631 |
| Interquartile range (IQR) | 254.25 |
Descriptive statistics
| Standard deviation | 159.56896 |
|---|---|
| Coefficient of variation (CV) | 0.16497744 |
| Kurtosis | -0.89594412 |
| Mean | 967.21685 |
| Median Absolute Deviation (MAD) | 128 |
| Skewness | -0.35373891 |
| Sum | 700265 |
| Variance | 25462.253 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1127 | 9 | 1.2% |
| 1180 | 8 | 1.1% |
| 1113 | 7 | 1.0% |
| 1112 | 7 | 1.0% |
| 1081 | 7 | 1.0% |
| 1139 | 7 | 1.0% |
| 963 | 6 | 0.8% |
| 979 | 6 | 0.8% |
| 1043 | 6 | 0.8% |
| 1067 | 6 | 0.8% |
| Other values (379) | 655 |
| Value | Count | Frequency (%) |
| 632 | 1 | 0.1% |
| 635 | 1 | 0.1% |
| 638 | 2 | |
| 642 | 1 | 0.1% |
| 644 | 1 | 0.1% |
| 647 | 4 | |
| 648 | 1 | 0.1% |
| 651 | 2 | |
| 652 | 3 | |
| 653 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1263 | 1 | |
| 1261 | 1 | |
| 1254 | 1 | |
| 1252 | 1 | |
| 1251 | 1 | |
| 1247 | 1 | |
| 1240 | 1 | |
| 1238 | 1 | |
| 1236 | 1 | |
| 1234 | 1 |
White Rice 5%
Real number (ℝ)
HIGH CORRELATION
| Distinct | 256 |
|---|---|
| Distinct (%) | 35.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 481.27072 |
| Minimum | 350 |
|---|---|
| Maximum | 1022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 350 |
|---|---|
| 5-th percentile | 374 |
| Q1 | 410 |
| median | 447 |
| Q3 | 542.25 |
| 95-th percentile | 612.85 |
| Maximum | 1022 |
| Range | 672 |
| Interquartile range (IQR) | 132.25 |
Descriptive statistics
| Standard deviation | 99.700804 |
|---|---|
| Coefficient of variation (CV) | 0.20716158 |
| Kurtosis | 4.8982525 |
| Mean | 481.27072 |
| Median Absolute Deviation (MAD) | 51.5 |
| Skewness | 1.7949446 |
| Sum | 348440 |
| Variance | 9940.2503 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 403 | 11 | 1.5% |
| 410 | 11 | 1.5% |
| 441 | 10 | 1.4% |
| 549 | 10 | 1.4% |
| 420 | 10 | 1.4% |
| 402 | 9 | 1.2% |
| 404 | 8 | 1.1% |
| 432 | 7 | 1.0% |
| 493 | 7 | 1.0% |
| 564 | 7 | 1.0% |
| Other values (246) | 634 |
| Value | Count | Frequency (%) |
| 350 | 1 | 0.1% |
| 352 | 1 | 0.1% |
| 354 | 1 | 0.1% |
| 356 | 2 | |
| 360 | 3 | |
| 363 | 1 | 0.1% |
| 364 | 2 | |
| 365 | 2 | |
| 366 | 4 | |
| 367 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1022 | 1 | |
| 1003 | 1 | |
| 944 | 1 | |
| 923 | 1 | |
| 922 | 1 | |
| 878 | 1 | |
| 864 | 1 | |
| 857 | 1 | |
| 856 | 1 | |
| 846 | 1 |
White Broken Rice A.1 Super
Real number (ℝ)
HIGH CORRELATION
| Distinct | 228 |
|---|---|
| Distinct (%) | 31.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 403.5221 |
| Minimum | 295 |
|---|---|
| Maximum | 801 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 295 |
|---|---|
| 5-th percentile | 312 |
| Q1 | 338 |
| median | 382 |
| Q3 | 435.25 |
| 95-th percentile | 555.55 |
| Maximum | 801 |
| Range | 506 |
| Interquartile range (IQR) | 97.25 |
Descriptive statistics
| Standard deviation | 84.23338 |
|---|---|
| Coefficient of variation (CV) | 0.20874539 |
| Kurtosis | 2.7667697 |
| Mean | 403.5221 |
| Median Absolute Deviation (MAD) | 46.5 |
| Skewness | 1.4454391 |
| Sum | 292150 |
| Variance | 7095.2623 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 337 | 11 | 1.5% |
| 331 | 10 | 1.4% |
| 332 | 10 | 1.4% |
| 310 | 10 | 1.4% |
| 387 | 9 | 1.2% |
| 345 | 9 | 1.2% |
| 424 | 8 | 1.1% |
| 359 | 8 | 1.1% |
| 375 | 8 | 1.1% |
| 329 | 8 | 1.1% |
| Other values (218) | 633 |
| Value | Count | Frequency (%) |
| 295 | 1 | 0.1% |
| 297 | 2 | |
| 298 | 2 | |
| 299 | 2 | |
| 300 | 1 | 0.1% |
| 301 | 1 | 0.1% |
| 305 | 4 | |
| 306 | 1 | 0.1% |
| 307 | 1 | 0.1% |
| 309 | 3 |
| Value | Count | Frequency (%) |
| 801 | 1 | |
| 800 | 1 | |
| 796 | 1 | |
| 781 | 1 | |
| 766 | 1 | |
| 755 | 1 | |
| 727 | 1 | |
| 677 | 1 | |
| 668 | 1 | |
| 639 | 2 |
White Glutinous Rice 10%
Real number (ℝ)
HIGH CORRELATION
| Distinct | 417 |
|---|---|
| Distinct (%) | 57.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 810.64088 |
| Minimum | 441 |
|---|---|
| Maximum | 1537 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 441 |
|---|---|
| 5-th percentile | 495.75 |
| Q1 | 693.75 |
| median | 792.5 |
| Q3 | 917.5 |
| 95-th percentile | 1137.25 |
| Maximum | 1537 |
| Range | 1096 |
| Interquartile range (IQR) | 223.75 |
Descriptive statistics
| Standard deviation | 193.36278 |
|---|---|
| Coefficient of variation (CV) | 0.23853075 |
| Kurtosis | 1.042259 |
| Mean | 810.64088 |
| Median Absolute Deviation (MAD) | 109.5 |
| Skewness | 0.68508321 |
| Sum | 586904 |
| Variance | 37389.165 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 792 | 9 | 1.2% |
| 958 | 8 | 1.1% |
| 919 | 8 | 1.1% |
| 675 | 7 | 1.0% |
| 709 | 7 | 1.0% |
| 470 | 7 | 1.0% |
| 805 | 7 | 1.0% |
| 857 | 6 | 0.8% |
| 789 | 6 | 0.8% |
| 777 | 6 | 0.8% |
| Other values (407) | 653 |
| Value | Count | Frequency (%) |
| 441 | 1 | 0.1% |
| 443 | 2 | 0.3% |
| 457 | 1 | 0.1% |
| 462 | 1 | 0.1% |
| 464 | 1 | 0.1% |
| 465 | 2 | 0.3% |
| 466 | 1 | 0.1% |
| 467 | 1 | 0.1% |
| 469 | 5 | |
| 470 | 7 |
| Value | Count | Frequency (%) |
| 1537 | 1 | |
| 1533 | 1 | |
| 1527 | 1 | |
| 1471 | 1 | |
| 1448 | 1 | |
| 1447 | 1 | |
| 1429 | 1 | |
| 1386 | 1 | |
| 1380 | 1 | |
| 1374 | 1 |
Parboiled Rice 100%
Real number (ℝ)
HIGH CORRELATION
| Distinct | 276 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 499.02901 |
| Minimum | 359 |
|---|---|
| Maximum | 1080 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 359 |
|---|---|
| 5-th percentile | 380 |
| Q1 | 419 |
| median | 463.5 |
| Q3 | 563 |
| 95-th percentile | 658.55 |
| Maximum | 1080 |
| Range | 721 |
| Interquartile range (IQR) | 144 |
Descriptive statistics
| Standard deviation | 111.71793 |
|---|---|
| Coefficient of variation (CV) | 0.22387062 |
| Kurtosis | 5.4611581 |
| Mean | 499.02901 |
| Median Absolute Deviation (MAD) | 60.5 |
| Skewness | 1.8697706 |
| Sum | 361297 |
| Variance | 12480.897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 420 | 12 | 1.7% |
| 421 | 10 | 1.4% |
| 415 | 8 | 1.1% |
| 439 | 8 | 1.1% |
| 406 | 8 | 1.1% |
| 419 | 8 | 1.1% |
| 431 | 7 | 1.0% |
| 405 | 7 | 1.0% |
| 410 | 7 | 1.0% |
| 423 | 7 | 1.0% |
| Other values (266) | 642 |
| Value | Count | Frequency (%) |
| 359 | 1 | 0.1% |
| 361 | 1 | 0.1% |
| 362 | 1 | 0.1% |
| 363 | 2 | |
| 364 | 2 | |
| 365 | 1 | 0.1% |
| 367 | 1 | 0.1% |
| 368 | 2 | |
| 371 | 2 | |
| 372 | 4 |
| Value | Count | Frequency (%) |
| 1080 | 1 | |
| 1078 | 1 | |
| 1074 | 1 | |
| 1054 | 1 | |
| 996 | 1 | |
| 990 | 1 | |
| 948 | 1 | |
| 941 | 1 | |
| 939 | 1 | |
| 928 | 1 |
Estimated Temperature
Real number (ℝ)
| Distinct | 168 |
|---|---|
| Distinct (%) | 23.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.005652 |
| Minimum | 23.39133 |
|---|---|
| Maximum | 30.026318 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 23.39133 |
|---|---|
| 5-th percentile | 23.952295 |
| Q1 | 25.864854 |
| median | 27.324126 |
| Q3 | 28.145904 |
| 95-th percentile | 29.381883 |
| Maximum | 30.026318 |
| Range | 6.6349874 |
| Interquartile range (IQR) | 2.2810502 |
Descriptive statistics
| Standard deviation | 1.6503295 |
|---|---|
| Coefficient of variation (CV) | 0.061110523 |
| Kurtosis | -0.6164439 |
| Mean | 27.005652 |
| Median Absolute Deviation (MAD) | 1.1257388 |
| Skewness | -0.4550283 |
| Sum | 19552.092 |
| Variance | 2.7235875 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 28.12967135 | 9 | 1.2% |
| 27.65883996 | 9 | 1.2% |
| 26.71717717 | 9 | 1.2% |
| 27.18800857 | 9 | 1.2% |
| 25.84563821 | 8 | 1.1% |
| 27.97940601 | 8 | 1.1% |
| 29.38188251 | 8 | 1.1% |
| 23.95229494 | 8 | 1.1% |
| 28.82089191 | 8 | 1.1% |
| 27.37834466 | 8 | 1.1% |
| Other values (158) | 640 |
| Value | Count | Frequency (%) |
| 23.39133042 | 4 | |
| 23.40913881 | 4 | |
| 23.57720883 | 4 | |
| 23.59515874 | 4 | |
| 23.75640257 | 4 | |
| 23.84544456 | 3 | 0.4% |
| 23.86325296 | 3 | 0.4% |
| 23.94518201 | 5 | |
| 23.95229494 | 8 | |
| 23.97010334 | 4 |
| Value | Count | Frequency (%) |
| 30.02631785 | 4 | |
| 29.94985942 | 5 | |
| 29.93893678 | 3 | 0.4% |
| 29.84063309 | 4 | |
| 29.81878782 | 4 | |
| 29.66587096 | 4 | |
| 29.453023 | 3 | 0.4% |
| 29.4146504 | 4 | |
| 29.40372777 | 4 | |
| 29.38188251 | 8 |
Estimated Precipitation
Real number (ℝ)
| Distinct | 180 |
|---|---|
| Distinct (%) | 24.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1714.8669 |
| Minimum | 164.4692 |
|---|---|
| Maximum | 4213.6569 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 164.4692 |
|---|---|
| 5-th percentile | 205.98934 |
| Q1 | 550.24345 |
| median | 1818.8184 |
| Q3 | 2717.6678 |
| 95-th percentile | 3461.6317 |
| Maximum | 4213.6569 |
| Range | 4049.1877 |
| Interquartile range (IQR) | 2167.4244 |
Descriptive statistics
| Standard deviation | 1181.5449 |
|---|---|
| Coefficient of variation (CV) | 0.68900096 |
| Kurtosis | -1.3395258 |
| Mean | 1714.8669 |
| Median Absolute Deviation (MAD) | 1131.6548 |
| Skewness | 0.20813056 |
| Sum | 1241563.6 |
| Variance | 1396048.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2356.741434 | 5 | 0.7% |
| 3208.746855 | 5 | 0.7% |
| 3219.515819 | 5 | 0.7% |
| 466.7210969 | 5 | 0.7% |
| 1038.026249 | 5 | 0.7% |
| 3152.38538 | 5 | 0.7% |
| 1546.560006 | 5 | 0.7% |
| 2668.110406 | 5 | 0.7% |
| 193.422565 | 5 | 0.7% |
| 2203.701598 | 5 | 0.7% |
| Other values (170) | 674 |
| Value | Count | Frequency (%) |
| 164.4691986 | 3 | |
| 178.5103558 | 3 | |
| 185.0275342 | 4 | |
| 193.422565 | 5 | |
| 193.7556512 | 4 | |
| 197.795422 | 5 | |
| 201.1426247 | 4 | |
| 205.0189947 | 4 | |
| 205.848568 | 4 | |
| 205.9893441 | 4 |
| Value | Count | Frequency (%) |
| 4213.656944 | 4 | |
| 4062.399848 | 5 | |
| 4058.056252 | 4 | |
| 4048.024076 | 5 | |
| 3912.384734 | 4 | |
| 3902.712681 | 4 | |
| 3590.520115 | 5 | |
| 3492.482096 | 4 | |
| 3461.631681 | 4 | |
| 3429.165736 | 4 |
Vietnam_White_5%
Real number (ℝ)
HIGH CORRELATION
| Distinct | 113 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 426.61625 |
| Minimum | 325 |
|---|---|
| Maximum | 1075 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 325 |
|---|---|
| 5-th percentile | 344 |
| Q1 | 375.75 |
| median | 408.5 |
| Q3 | 456 |
| 95-th percentile | 564.35 |
| Maximum | 1075 |
| Range | 750 |
| Interquartile range (IQR) | 80.25 |
Descriptive statistics
| Standard deviation | 89.753168 |
|---|---|
| Coefficient of variation (CV) | 0.21038384 |
| Kurtosis | 19.353585 |
| Mean | 426.61625 |
| Median Absolute Deviation (MAD) | 39.5 |
| Skewness | 3.6063051 |
| Sum | 308870.17 |
| Variance | 8055.6312 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 350 | 22 | 3.0% |
| 396 | 21 | 2.9% |
| 405 | 16 | 2.2% |
| 470 | 14 | 1.9% |
| 465 | 14 | 1.9% |
| 353 | 13 | 1.8% |
| 415 | 13 | 1.8% |
| 419 | 12 | 1.7% |
| 456 | 12 | 1.7% |
| 399 | 12 | 1.7% |
| Other values (103) | 575 |
| Value | Count | Frequency (%) |
| 325 | 4 | |
| 329 | 5 | |
| 334 | 5 | |
| 335 | 8 | |
| 337 | 3 | 0.4% |
| 340 | 3 | 0.4% |
| 343 | 4 | |
| 344 | 8 | |
| 345 | 7 | |
| 348 | 7 |
| Value | Count | Frequency (%) |
| 1075 | 4 | |
| 883 | 4 | |
| 830 | 4 | |
| 712 | 5 | |
| 588 | 8 | |
| 573 | 4 | |
| 568 | 4 | |
| 566 | 4 | |
| 555 | 4 | |
| 554 | 5 |
India_White_5%
Real number (ℝ)
| Distinct | 78 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 383.47011 |
| Minimum | 331 |
|---|---|
| Maximum | 481 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 331 |
|---|---|
| 5-th percentile | 345.63348 |
| Q1 | 345.63348 |
| median | 375 |
| Q3 | 410 |
| 95-th percentile | 450 |
| Maximum | 481 |
| Range | 150 |
| Interquartile range (IQR) | 64.366516 |
Descriptive statistics
| Standard deviation | 36.384265 |
|---|---|
| Coefficient of variation (CV) | 0.094881619 |
| Kurtosis | -0.58701129 |
| Mean | 383.47011 |
| Median Absolute Deviation (MAD) | 29.366516 |
| Skewness | 0.66955692 |
| Sum | 277632.36 |
| Variance | 1323.8147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 345.6334842 | 160 | 22.1% |
| 350 | 24 | 3.3% |
| 410 | 17 | 2.3% |
| 370 | 17 | 2.3% |
| 360 | 17 | 2.3% |
| 373 | 17 | 2.3% |
| 413 | 15 | 2.1% |
| 375 | 15 | 2.1% |
| 380 | 15 | 2.1% |
| 398 | 15 | 2.1% |
| Other values (68) | 412 |
| Value | Count | Frequency (%) |
| 331 | 4 | 0.6% |
| 334 | 5 | 0.7% |
| 340 | 4 | 0.6% |
| 343 | 7 | 1.0% |
| 345 | 4 | 0.6% |
| 345.6334842 | 160 | |
| 347 | 4 | 0.6% |
| 348 | 4 | 0.6% |
| 350 | 24 | 3.3% |
| 351 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 481 | 4 | 0.6% |
| 475 | 4 | 0.6% |
| 465 | 4 | 0.6% |
| 464 | 10 | |
| 460 | 9 | |
| 457 | 4 | 0.6% |
| 450 | 9 | |
| 445 | 4 | 0.6% |
| 444 | 3 | 0.4% |
| 443 | 7 |
Pakistan_White_5%
Real number (ℝ)
HIGH CORRELATION
| Distinct | 108 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 420.14718 |
| Minimum | 311 |
|---|---|
| Maximum | 850 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.3 KiB |
Quantile statistics
| Minimum | 311 |
|---|---|
| 5-th percentile | 345 |
| Q1 | 376.51128 |
| median | 410 |
| Q3 | 443 |
| 95-th percentile | 513.95 |
| Maximum | 850 |
| Range | 539 |
| Interquartile range (IQR) | 66.488722 |
Descriptive statistics
| Standard deviation | 73.187879 |
|---|---|
| Coefficient of variation (CV) | 0.17419581 |
| Kurtosis | 13.152378 |
| Mean | 420.14718 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 2.9295124 |
| Sum | 304186.56 |
| Variance | 5356.4656 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 435 | 22 | 3.0% |
| 367 | 21 | 2.9% |
| 423 | 17 | 2.3% |
| 393 | 16 | 2.2% |
| 420 | 14 | 1.9% |
| 475 | 14 | 1.9% |
| 471 | 13 | 1.8% |
| 444 | 13 | 1.8% |
| 443 | 13 | 1.8% |
| 410 | 13 | 1.8% |
| Other values (98) | 568 |
| Value | Count | Frequency (%) |
| 311 | 4 | |
| 320 | 5 | |
| 323 | 4 | |
| 333 | 5 | |
| 334 | 4 | |
| 340 | 9 | |
| 343 | 4 | |
| 345 | 8 | |
| 346 | 3 | 0.4% |
| 348 | 4 |
| Value | Count | Frequency (%) |
| 850 | 4 | |
| 838 | 4 | |
| 715 | 5 | |
| 670 | 4 | |
| 656 | 4 | |
| 555 | 4 | |
| 519 | 4 | |
| 516 | 4 | |
| 515 | 4 | |
| 508 | 4 |
| Estimated Precipitation | Estimated Temperature | Ex Rate (sight bill) | India_White_5% | Pakistan_White_5% | Parboiled Rice 100% | Thai Hom Mali Rice Grade B | Vietnam_White_5% | White Broken Rice A.1 Super | White Glutinous Rice 10% | White Rice 5% | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Estimated Precipitation | 1.000 | 0.437 | 0.105 | 0.003 | 0.205 | 0.075 | 0.015 | 0.081 | 0.036 | -0.059 | 0.038 |
| Estimated Temperature | 0.437 | 1.000 | -0.028 | 0.037 | 0.071 | -0.033 | 0.026 | -0.095 | 0.010 | 0.104 | -0.048 |
| Ex Rate (sight bill) | 0.105 | -0.028 | 1.000 | -0.416 | -0.358 | -0.355 | -0.657 | -0.311 | -0.616 | -0.623 | -0.414 |
| India_White_5% | 0.003 | 0.037 | -0.416 | 1.000 | 0.169 | -0.006 | 0.403 | 0.041 | 0.189 | 0.359 | 0.045 |
| Pakistan_White_5% | 0.205 | 0.071 | -0.358 | 0.169 | 1.000 | 0.797 | 0.263 | 0.728 | 0.509 | 0.008 | 0.785 |
| Parboiled Rice 100% | 0.075 | -0.033 | -0.355 | -0.006 | 0.797 | 1.000 | 0.320 | 0.631 | 0.566 | 0.014 | 0.980 |
| Thai Hom Mali Rice Grade B | 0.015 | 0.026 | -0.657 | 0.403 | 0.263 | 0.320 | 1.000 | 0.100 | 0.404 | 0.475 | 0.363 |
| Vietnam_White_5% | 0.081 | -0.095 | -0.311 | 0.041 | 0.728 | 0.631 | 0.100 | 1.000 | 0.537 | -0.094 | 0.652 |
| White Broken Rice A.1 Super | 0.036 | 0.010 | -0.616 | 0.189 | 0.509 | 0.566 | 0.404 | 0.537 | 1.000 | 0.314 | 0.638 |
| White Glutinous Rice 10% | -0.059 | 0.104 | -0.623 | 0.359 | 0.008 | 0.014 | 0.475 | -0.094 | 0.314 | 1.000 | 0.062 |
| White Rice 5% | 0.038 | -0.048 | -0.414 | 0.045 | 0.785 | 0.980 | 0.363 | 0.652 | 0.638 | 0.062 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Date | Ex Rate (sight bill) | Thai Hom Mali Rice Grade B | White Rice 5% | White Broken Rice A.1 Super | White Glutinous Rice 10% | Parboiled Rice 100% | Estimated Temperature | Estimated Precipitation | Vietnam_White_5% | India_White_5% | Pakistan_White_5% | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2008-01-09 | 33.05 | 638.0 | 374.0 | 361.0 | 558.0 | 398.0 | 23.595159 | 280.667674 | 390.0 | 345.633484 | 390.0 |
| 1 | 2008-01-16 | 33.00 | 657.0 | 377.0 | 365.0 | 529.0 | 404.0 | 23.595159 | 280.667674 | 390.0 | 345.633484 | 390.0 |
| 2 | 2008-01-23 | 32.94 | 688.0 | 387.0 | 378.0 | 514.0 | 420.0 | 23.595159 | 280.667674 | 390.0 | 345.633484 | 390.0 |
| 3 | 2008-01-30 | 32.86 | 705.0 | 418.0 | 403.0 | 510.0 | 440.0 | 23.595159 | 280.667674 | 390.0 | 345.633484 | 390.0 |
| 4 | 2008-02-05 | 32.73 | 732.0 | 444.0 | 429.0 | 518.0 | 466.0 | 25.259548 | 215.285593 | 467.0 | 345.633484 | 478.0 |
| 5 | 2008-02-13 | 32.70 | 733.0 | 445.0 | 430.0 | 518.0 | 466.0 | 25.259548 | 215.285593 | 467.0 | 345.633484 | 478.0 |
| 6 | 2008-02-20 | 32.32 | 743.0 | 457.0 | 438.0 | 537.0 | 510.0 | 25.259548 | 215.285593 | 467.0 | 345.633484 | 478.0 |
| 7 | 2008-02-27 | 32.02 | 749.0 | 470.0 | 454.0 | 542.0 | 529.0 | 25.259548 | 215.285593 | 467.0 | 345.633484 | 478.0 |
| 8 | 2008-03-05 | 31.41 | 763.0 | 495.0 | 479.0 | 552.0 | 555.0 | 27.344929 | 591.393121 | 588.0 | 345.633484 | 555.0 |
| 9 | 2008-03-12 | 31.36 | 771.0 | 544.0 | 512.0 | 553.0 | 604.0 | 27.344929 | 591.393121 | 588.0 | 345.633484 | 555.0 |
| Date | Ex Rate (sight bill) | Thai Hom Mali Rice Grade B | White Rice 5% | White Broken Rice A.1 Super | White Glutinous Rice 10% | Parboiled Rice 100% | Estimated Temperature | Estimated Precipitation | Vietnam_White_5% | India_White_5% | Pakistan_White_5% | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 714 | 2022-10-15 | 37.91 | 873.0 | 429.0 | 382.0 | 648.0 | 434.0 | 26.597993 | 2442.430153 | 429.0 | 380.0 | 401.0 |
| 715 | 2022-10-19 | 37.92 | 873.0 | 429.0 | 382.0 | 675.0 | 434.0 | 26.597993 | 2442.430153 | 429.0 | 380.0 | 401.0 |
| 716 | 2022-10-26 | 37.76 | 876.0 | 426.0 | 383.0 | 678.0 | 431.0 | 26.597993 | 2442.430153 | 429.0 | 380.0 | 401.0 |
| 717 | 2022-11-02 | 37.39 | 885.0 | 427.0 | 387.0 | 684.0 | 435.0 | 25.490990 | 1125.129626 | 438.0 | 387.0 | 432.0 |
| 718 | 2022-11-09 | 36.61 | 904.0 | 433.0 | 395.0 | 712.0 | 444.0 | 25.490990 | 1125.129626 | 438.0 | 387.0 | 432.0 |
| 719 | 2022-11-23 | 35.92 | 865.0 | 442.0 | 403.0 | 698.0 | 453.0 | 25.490990 | 1125.129626 | 438.0 | 387.0 | 432.0 |
| 720 | 2022-11-30 | 35.10 | 856.0 | 456.0 | 412.0 | 728.0 | 464.0 | 25.490990 | 1125.129626 | 438.0 | 387.0 | 432.0 |
| 721 | 2022-12-07 | 34.80 | 834.0 | 460.0 | 415.0 | 735.0 | 468.0 | 23.845445 | 588.910824 | 456.0 | 388.0 | 456.0 |
| 722 | 2022-12-14 | 34.36 | 845.0 | 465.0 | 421.0 | 744.0 | 474.0 | 23.845445 | 588.910824 | 456.0 | 388.0 | 456.0 |
| 723 | 2022-12-21 | 34.54 | 840.0 | 477.0 | 424.0 | 740.0 | 486.0 | 23.845445 | 588.910824 | 456.0 | 388.0 | 456.0 |